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aliawaischeema's Projects

awesome-ai-in-finance icon awesome-ai-in-finance

πŸ”¬ A curated list of awesome LLMs & deep learning strategies & tools in financial market.

bgvar icon bgvar

Toolbox for the estimation of Bayesian Global Vector Autoregressions in R.

celerymath icon celerymath

Another LaTex equation OCR tool based on ConvNeXt and Transformer

cif icon cif

Composite Indicators Framework for Business Cycle Analysis

compindexr icon compindexr

compindexR: An R package to create composite indicators

covar icon covar

CoVaR estimation via quantile regression

data icon data

Economic Indicators for Switzerland, Austria and Germany, based on Google Trends data

data-cleans icon data-cleans

This repo has code to do primary data cleaning for Compustat / Crsp from WRDS

datacamp icon datacamp

Working through some data camp courses.

datastream-worldscope-fundamental-dataset icon datastream-worldscope-fundamental-dataset

This guide aims to be a full instruction on how to download and merge Refinitiv (formerly Thomson Reuters) Datastream Worldscope data into one comprehensive dataset of yearly stock quoted financial statements.

efficient-portfolio-optimize icon efficient-portfolio-optimize

"EfficientPortfolioOptimizer" is a sophisticated R script applying Modern Portfolio Theory. It optimizes asset allocation to maximize Sharpe ratio, visualizes the efficient frontier, empowering investors to make informed decisions. Exercise caution, as past performance doesn't guarantee future results.

entropyhub icon entropyhub

An open-source toolkit for entropic time-series analysis.

famafrench icon famafrench

Python package designed to construct and replicate datasets from Ken French's online library by accessing WRDS remotely through its cloud server "wrds-cloud".

famafrench2015ff5 icon famafrench2015ff5

Replication of the 5 Fama-French factors as constructed in their 2015 paper.

famafrenchriskmodel icon famafrenchriskmodel

Quants use factors to target specific drivers of returns and manage risk. Diversification is great until the entire market declines in value. That’s because the market influences all stocks. Factors can offset some of these risks by targeting drivers of return not influenced by the market.

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